What is intent classification and what approaches are there?
Machine Learning / AI
How to cache the most frequent queries in RAG?
How to control data quality in projects?
What methods are used to automatically translate metric values into insights?
What are foundation models in medicine (MedSAM, RadGraph)?
What are the features of active learning in computer vision?
How does Fast R-CNN differ from R-CNN?
What problems arise in batched inference of LLM with varying query lengths?
Tell us about your teamwork experience and your role in it.
What are the features of working with PII when preparing datasets?
How can sound processing be applied to metric analysis?
What is DeepFM?
What is DP-SGD and how is noise added?
What is self-consistency CoT?
What is Causal Forest?
How to build a model based on time series with metrics and heuristics?
How does model deployment happen?
What is DocVQA and what models are popular there?
How to create features for a model based on trend and climax in metrics?
What is pseudo-labeling in tabular tasks?